Organizations use to have implemented systems that represent a large effort and budget invested in the past. These systems are evolved and adapted over time in order to accommodate technological and business changes. Moreover, big companies often develop similar systems within the same domain. This has been motivating them to migrate to reuse approaches, such as domain engineering and product line. However, existing systems in general don’t have up-to-date architectural documentation that can help in their maintenance and reuse. Considering this scenario, this paper presents an approach to architecture recovery and evaluation that aims at extracting knowledge from existing systems to help in their understanding and reuse. This extracted knowledge is represented through a recovered application architectural model composed by architectural elements that represent domain concepts traced to implemented functional requirements, which may help in generating reusable artifacts. In order to evaluate the approach feasibility, an experimental study was performed.